Dataset Versions

v16

2024-03-10 3:27pm

Generated on Mar 10, 2024

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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Dataset Split

Train Set 70%
903Images
Valid Set 20%
259Images
Test Set 10%
128Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Modify Classes: 0 remapped, 11 dropped
Filter Null: Require at least 90% of images to contain annotations.

Augmentations

No augmentations were applied.

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